2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-9: Learning Theory for Neural Networks |
| Session Type: Poster |
| Time: Tuesday, 8 June, 16:30 - 17:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Yunxin Zhao, University of Missouri |
| MLSP-9.1: A BAYESIAN INTERPRETATION OF THE LIGHT GATED RECURRENT UNIT |
| Alexandre Bittar; Idiap Research Institute |
| Philip Garner; Idiap Research Institute |
| MLSP-9.2: A LARGE-DIMENSIONAL ANALYSIS OF SYMMETRIC SNE |
| Charles Séjourné; GIPSA-Lab, University Grenoble Alpes |
| Romain Couillet; GIPSA-Lab, University Grenoble Alpes |
| Pierre Comon; GIPSA-Lab, University Grenoble Alpes |
| MLSP-9.3: A DYNAMICAL SYSTEMS PERSPECTIVE ON ONLINE BAYESIAN NONPARAMETRIC ESTIMATORS WITH ADAPTIVE HYPERPARAMETERS |
| Alec Koppel; US Army Research Laboratory |
| Amrit Singh Bedi; US Army Research Laboratory |
| Vikram Krishnamurthy; Cornell University |
| MLSP-9.4: ONLINE MULTI-HOP INFORMATION BASED KERNEL LEARNING OVER GRAPHS |
| Zixiao Zong; University of California, Irvine |
| Yanning Shen; University of California, Irvine |
| MLSP-9.5: SPARSITY IN MAX-PLUS ALGEBRA AND APPLICATIONS IN MULTIVARIATE CONVEX REGRESSION |
| Nikos Tsilivis; National Technical University of Athens |
| Anastasios Tsiamis; University of Pennsylvania |
| Petros Maragos; National Technical University of Athens |
| MLSP-9.6: COMPLEX-VALUED VS. REAL-VALUED NEURAL NETWORKS FOR CLASSIFICATION PERSPECTIVES: AN EXAMPLE ON NON-CIRCULAR DATA |
| Jose Agustin Barrachina; ONERA/CentraleSupelec |
| Chengfang Ren; ONERA/CentraleSupelec |
| Christele Morisseau; ONERA |
| Gilles Vieillard; ONERA |
| Jean-Philippe Ovarlez; ONERA/CentraleSupelec |